Introduction to Ruff Pre Commit Github Actions Python Code Quality Workflow
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Setup a Python Code Quality CI Pipeline with UV & Ruff
Increase Python code quality with pre-commit
how I made pre-commit's github actions 3x faster (intermediate) anthony explains #533
GitHub CI, pre-commit, and ruff: Validating Airflow DAGs Before They Break!
Pre-Commit in Python: Automate Code Quality with Ease!
The easy way to keep your repos tidy.
Python Continuous Integration and Deployment Using GitHub Actions: Create a Workflow & Add a Step
Continuous Integration using GitHub Actions with RUFF linter
Secure your workflow with automated pre commit checks
Precommit Hooks Are Always Bad
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Last Updated: August 12, 2026
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